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a16z

a16z Crypto, as a specialized fund of Andreessen Horowitz (a16z), focuses on investments at various stages of Web3, with assets under management exceeding $7.6 billion to date.
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first_img Contrary Partner Kyle Harrison: Venture capital is becoming like McDonald's

On October 31, Kyle Harrison, a general partner at the venture capital firm Contrary, stated that venture capital is experiencing a McDonaldization, where efficiency, measurability, predictability, and control lead to outcomes that are not intended by all parties. He believes the symptoms are scale combined with consensus, and the industry has split into different forms that share the same name. Harrison previously worked at Index Ventures, Coatue, and TCV, and founded the research platform Contrary Research. The article was published on the same day in his column.He cited PitchBook data indicating that in the first three quarters of 2026, a16z has raised $23.8 billion, accounting for over 20% of U.S. venture capital fundraising during the same period. During this time, U.S. venture capital funds raised a total of $108.5 billion, which is about 39% higher than the total for 2025. The number of first-time funds decreased from 479 in 2022 to 195 in 2025, with 81 so far this year; funds in their fourth round and beyond accounted for 88.2% of all fundraising, the highest share recorded by PitchBook.Harrison also wrote that the proportion of U.S. venture capital funding attributed to artificial intelligence rose from 39% in 2023 to 51% in 2024, 65% in 2025, and 82.7% so far in 2026. In the first quarter of this year, five companies—OpenAI, Anthropic, xAI, Waymo, and Databricks—captured 73.2% of U.S. deal value. Since 2023, non-AI venture capital in the U.S. has roughly maintained an annual range of $100 billion to $120 billion. He stated that once fund size dominates decision-making, every deal must fit the fund's scale.

first_img Marc Andreessen: Companies should create habitats for intelligent agents, not confine them in cages

a16z co-founder Marc Andreessen commented on the online programming platform Replit and its CEO Amjad Masad's proposed concept of Agent Habitat, believing that more companies will become autonomous driving companies as a result. He stated that the keyword pointed out by Masad is chaos, and quoted his viewpoint that most agents today operate in chat windows, personal accounts, and one-off scripts, holding credentials and data given to them by others, but no one decides what they can access, nor can anyone see what they have done.Andreessen noted that disruptive technologies like personal computers, spreadsheets, and email entered the workplace in a bottom-up chaotic manner, and only later did they require habitats to moderately constrain that chaos. He cited examples such as early employees bringing personal computers into the office, spreadsheets enabling non-programmers to create business models and forecasts, but also introducing hard-to-audit formula errors; email bypassed the information flow controlled by the mailroom in the past. He believes this kind of chaos indicates that employees are claiming tools that can bring alignment and significant productivity improvements.Andreessen also stated that code is the ultimate product of alignment, and expanding the range of code contributors will bring chaos, thus requiring a free-range style of agent habitat rather than cages, but it cannot be completely laissez-faire. He mentioned that an employee from Sumitomo Mitsui Finance and Leasing completed a development process originally planned to take 6 people 6 months in just one week. He indicated that for companies to become autonomous driving companies, they must achieve alignment, and in the future, the degree of alignment may be measured by the richness of the agent habitat; Replit and its clients have already understood this, while most companies have not yet grasped it.

first_img a16z Weekly Report: Listed GPU rental prices are higher than at the beginning of the year, Netflix's growth rate is about 12%

The venture capital firm a16z released a chart weekly report written by Moses Sternstein on October 23, 2026. The report states that Netflix is still growing, with revenue growth slowing to just below about 12%, the lowest level since 2021 to 2022. The company is producing its own short videos and entering live sports. The report cites BCG data indicating that the upper limit of media consumption in the U.S. is about 26 hours per week, showing a moderate decline since the peak of lockdowns. Moses Sternstein: Competition comes not only from other streaming services but also from short videos, with much of the recent media growth coming from background consumption while driving or working.In terms of computing power, the report cites Ornn Data stating that the rental price of every GPU in the chart series is higher than at the beginning of the year, including the oldest A100, which is about 9% to 143% higher compared to a 6-year straight-line depreciation. Moses Sternstein: Over a longer period, older A100 and H100 GPUs spend more time below that line, but have only shown significant strength since April this year, making comparisons over a longer period not entirely fair. According to OpenRouter, token demand surged sharply in spring, jumped again after a brief plateau at the end of summer, with token consumption for both open-source and closed-source models still following an exponential path, and the share of proprietary models slightly increased last week. The author states that OpenRouter only covers a very small portion, and these indices are not perfect proxies for actual token spending and GPU pricing.In manufacturing, the report states that computer production capacity and utilization rates are rising, with production increases being larger. The increase in communication and semiconductor production mainly comes from expansion, while the price increase for electrical equipment is the largest, but domestic production has slightly declined. The import increase of key categories of AI capital expenditures mentioned above far exceeds the domestic production increase in dollar terms. According to ADP, the increase in average weekly hours for industries related to AI construction is greater than that of other industries, and is generally greater than the net increase in personnel. Job switchers in manufacturing have about a 5 percentage point wage growth premium compared to stayers. Cybersecurity stocks remain strong in IGV this year, but have seen a larger pullback than the market since October. The revenue growth rate of large companies has mostly only increased by a few percentage points, with some experiencing declines, and stock price performance reaching up to about 125%, with Palo Alto Networks' revenue growth largely driven by acquisitions.
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